niteya-shah / Face-Recognition-Tensorflow2.0

Face Recognition in Tensorflow 2.0 using a Deep Neural network based on Online mining with Siamese Triplet Loss

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Face-Recognition-Tensorflow2.0

Face Recognition in Tensorflow 2.0 using a Deep Neural network based on Online mining with Siamese Triplet Loss

what is currently present

The following code allows you to train from scratch a deep neural network for face recognition. The Model currently provides:

  1. Pre-Process a Dataset
  2. Mining for images using
  • Online mining
  • Offline mining
  1. Setting a Model Architecture
  • Mobile Net V2
  • Resnet
  • A custom Model
  1. Train the model

About

Face Recognition in Tensorflow 2.0 using a Deep Neural network based on Online mining with Siamese Triplet Loss


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